A Novel Approach to High-Quality Postmortem Tissue Procurement: The GTEx Project.
- Authors
- Carithers, Latarsha J; Ardlie, Kristin; Barcus, Mary; Branton, Philip A; Britton, Angela; Buia, Stephen A; Compton, Carolyn C; DeLuca, David S; Peter-Demchok, Joanne; Gelfand, Ellen T; Guan, Ping; Korzeniewski, Greg E; Lockhart, Nicole C; Rabiner, Chana A; Rao, Abhi K; Robinson, Karna L; Roche, Nancy V; Sawyer, Sherilyn J; Segrè, Ayellet V; Shive, Charles E; Smith, Anna M; Sobin, Leslie H; Undale, Anita H; Valentino, Kimberly M; Vaught, Jim; Young, Taylor R; Moore, Helen M; GTEx Consortium
- Year
- 2015
- Journal
- Biopreservation and biobanking
- PMID
- 26484571
- DOI
- 10.1089/bio.2015.0032
- PMCID
- PMC4675181
The Genotype-Tissue Expression (GTEx) project, sponsored by the NIH Common Fund, was established to study the correlation between human genetic variation and tissue-specific gene expression in non-diseased individuals. A significant challenge was the collection of high-quality biospecimens for extensive genomic analyses. Here we describe how a successful infrastructure for biospecimen procurement was developed and implemented by multiple research partners to support the prospective collection, annotation, and distribution of blood, tissues, and cell lines for the GTEx project. Other research projects can follow this model and form beneficial partnerships with rapid autopsy and organ procurement organizations to collect high quality biospecimens and associated clinical data for genomic studies. Biospecimens, clinical and genomic data, and Standard Operating Procedures guiding biospecimen collection for the GTEx project are available to the research community.
GTEx Eligibility Requirements. A set of eligibility requirements were developed to align with the scientific needs of the project and to reduce the risk of collecting tissue that was diseased, autolyzed, or otherwise unsuitable for molecular analysis. The eligibility criteria were developed within a framework that considered the limited data immediately available in the timeframe surrounding a potential donor's death and the feasibility of the Biospecimen Source Sites to obtain the tissues and associated data in a timely manner.
The GTEx Biospecimen Collection Infrastructure. The GTEx Biospecimen Source Sites were responsible for donor recruitment, tissue procurement and processing, and data collection. Brain and hair samples were sent to the Miami Brian Bank for quality control purposes, coronal sectioning of brain tissue, and storage of brain tissue. The Comprehensive Biospecimen Resource handled biospecimen receipt, processing, distribution and storage, histology and imaging, and kit development and production. The Comprehensive Data Resource is a data repository that served as an honest broker to keep limited data set information confidential and distribute de-identified data. The Pathology Resource Center performed case review through tissue identification and quality assessments. The Laboratory, Data Analysis, and Coordinating Center conducted molecular and data analysis as well as served as a project management and data-coordinating center. Clinical, demographic, handling, genetic and molecular data from GTEx biospecimens can be accessed through the National Center for Biotechnology Information's database of Genotypes and Phenotypes. Color images available online at www.liebertpub.com/bio
GTEx Pathology Review. Certain tissues were not considered acceptable for GTEx analysis purposes. (a, b) Autolysis. (a) Well-preserved pancreas with distinguishable exocrine and endocrine elements (RNA integrity number [RIN] 6.3). (b) Severely autolyzed pancreas (RIN 2.4). (c, d) Heterogeneous tissue sampling. (c) Well-preserved gastric mucosa with a RIN of 7.3. The higher RIN reflects multiple cell types: the abundant well-fixed gastric glands in the mucosal layer combined with muscularis mucosa. (d) Poorly preserved colon mucosa with a RIN of 7.3. Although the mucosa was also the intended target in this biospecimen, it was badly autolyzed and the RIN reflects the residual colon muscularis propria. (e, f) Acceptable diseased tissues. (e) Normal thyroid. (f) Thyroid with Hashimoto's germinal center formation was identified but was still considered to be eligible for the GTEx study. Color images available online at www.liebertpub.com/bio
The number and type of GTEx tissues collected. 41 different PAXgene preserved tissues types were collected for the GTEx project. Six tissues were female specific and two tissues were male specific. Only five tissues were mandatory for each case collected, which partially explains the significant differences among the number of tissues collected per tissue type.
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| Human endogenous retroviruses of the HERV-K (HML-2) family are expressed in the brain of healthy individuals and modify the composition of the brain-infiltrating immune cells. | Nevalainen T et al. | β | 2023 | β |
| Identification and validation of a risk model and molecular subtypes based on tryptophan metabolism-related genes to predict the clinical prognosis and tumor immune microenvironment in lower-grade glioma. | Li W et al. | β | 2023 | β |
| Identification of human genetic variants modulating the course of COVID-19 infection with importance in other viral infections. | SalihefendiΔ L et al. | β | 2023 | β |
| Identification of novel genetic risk factors of dilated cardiomyopathy: from canine to human. | Niskanen JE et al. | β | 2023 | β |
| Identifying causal serum protein-cardiometabolic trait relationships using whole genome sequencing. | Png G et al. | β | 2023 | β |
| Integrated analysis of coexpression and a tumor-specific ceRNA network revealed a potential prognostic biomarker in breast cancer. | Zheng M et al. | β | 2023 | β |
| Integrated immunological analysis of single-cell and bulky tissue transcriptomes reveals the role of interactions between M0 macrophages and naΓ―ve CD4<sup>+</sup> T cells in the immunosuppressive microenvironment of cervical cancer. | Chen H et al. | β | 2023 | β |
| Investigating the potential mechanism of quercetin against cervical cancer. | Chu M et al. | β | 2023 | β |
| MiR-181a targets STING to drive PARP inhibitor resistance in BRCA- mutated triple-negative breast cancer and ovarian cancer. | Bustos MA et al. | β | 2023 | β |
| Molecular Regulation of the CNS by Vitamin D. | MΓ‘ΔovΓ‘ L et al. | β | 2023 | β |
| ncRNAs: an unexplored cellular defense mechanism in leprosy. | Santana-da-Silva MN et al. | β | 2023 | β |
| Omics-based identification of an NRF2-related auranofin resistance signature in cancer: Insights into drug repurposing. | Falchetti M et al. | β | 2023 | β |
| Peripheral Expression of <i>ADORA2A</i> Is Increased and Is Correlated with Autism Spectrum Disorder Severity in a Sample of Turkish Children. | AkkΓΆprΓΌ H et al. | β | 2023 | β |
| PGC-1s shape epidermal physiology by modulating keratinocyte proliferation and terminal differentiation. | Gravel SP et al. | β | 2023 | β |
| Prognostic value of elevated plasma angiotensin-converting enzyme 2 in cardiometabolic diseases: A review. | Zhou G et al. | β | 2023 | β |
| Proteome alterations in human autopsy tissues in relation to time after death. | KocsmΓ‘r Γ et al. | β | 2023 | β |
| Race/ethnicity-stratified fine-mapping of the MHC locus reveals genetic variants associated with late-onset asthma. | Lee EY et al. | β | 2023 | β |
| Rare CIDEC coding variants enriched in age-related macular degeneration patients with small low-luminance deficit cause lipid droplet and fat storage defects. | Kim S et al. | β | 2023 | β |
| RNA Sequencing of Urine-Derived Cells for the Characterization and Diagnosis of Osteogenesis Imperfecta. | Ludwig K et al. | β | 2023 | β |
| ROGUE: an R Shiny app for RNA sequencing analysis and biomarker discovery. | Farrel A et al. | β | 2023 | β |
| Sctensor detects many-to-many cell-cell interactions from single cell RNA-sequencing data. | Tsuyuzaki K et al. | β | 2023 | β |
| Sequencing-based fine-mapping and in silico functional characterization of the 10q24.32 arsenic metabolism efficiency locus across multiple arsenic-exposed populations. | Chernoff MB et al. | β | 2023 | β |
| Sohlh1 loss of function male and female infertility model impacts overall health beyond gonadal dysfunction in miceβ . | RodrΓguez-EscribΓ M et al. | β | 2023 | β |
| Survival outcomes in veterans with hepatocellular carcinoma, with and without HIV infection. | Sada YH et al. | β | 2023 | β |
| TCGA RNA-Seq and Tumor-Infiltrating Lymphocyte Imaging Data Reveal Cold Tumor Signatures of Invasive Ductal Carcinomas and Estrogen Receptor-Positive Human Breast Tumors. | Bou-Dargham MJ et al. | β | 2023 | β |
| The EN-TEx resource of multi-tissue personal epigenomesΒ & variant-impact models. | Rozowsky J et al. | β | 2023 | β |
| The fly homolog of SUPT16H, a gene associated with neurodevelopmental disorders, is required in a cell-autonomous fashion for cell survival. | Ma M et al. | β | 2023 | β |
| The Immunopeptidome from a Genomic Perspective: Establishing the Noncanonical Landscape of MHC Class I-Associated Peptides. | Bedran G et al. | β | 2023 | β |
| The landscape of expression and alternative splicing variation across human traits. | GarcΓa-PΓ©rez R et al. | β | 2023 | β |
| Visualizing genomic characteristics across an RNA-Seq based reference landscape of normal and neoplastic brain. | Arora S et al. | β | 2023 | β |
| Whole-Exome sequencing analysis identified TMSB10/TRABD2A locus to be associated with carfilzomib-related cardiotoxicity among patients with multiple myeloma. | Tantawy M et al. | β | 2023 | β |
| A convergent malignant phenotype in B-cell acute lymphoblastic leukemia involving the splicing factor SRRM1. | Closa A et al. | β | 2022 | β |
| Addressing noise in co-expression network construction. | Burns JJR et al. | β | 2022 | β |
| A local human VΞ΄1 T cell population is associated with survival in nonsmall-cell lung cancer. | Wu Y et al. | β | 2022 | β |
| A locus at 19q13.31 significantly reduces the ApoE Ξ΅4 risk for Alzheimer's Disease in African Ancestry. | Rajabli F et al. | β | 2022 | β |
| Alternative splicing regulation of membrane trafficking genes during myogenesis. | Hinkle ER et al. | β | 2022 | β |
| Association between SNPs in microRNAs and microRNAs-Machinery Genes with Susceptibility of Leprosy in the Amazon Population. | da Silva MNS et al. | β | 2022 | β |
| Association of mutation signature effectuating processes with mutation hotspots in driver genes and non-coding regions. | Wong JKL et al. | β | 2022 | β |
| Association of the SLC47A1 Gene Variant With Responses to Metformin Monotherapy in Drug-naive Patients With Type 2 Diabetes. | Kim H et al. | β | 2022 | β |
| Associations of carotid intima media thickness with gene expression in whole blood and genetically predicted gene expression across 48 tissues. | Castaneda AB et al. | β | 2022 | β |
| Associations of <i>GNAS</i> and <i>RGS</i> Gene Polymorphisms with the Risk of Ritodrine-Induced Adverse Events in Korean Women with Preterm Labor: A Cohort Study. | Jang EJ et al. | β | 2022 | β |
| A Systems Biology and LASSO-Based Approach to Decipher the Transcriptome-Interactome Signature for Predicting Non-Small Cell Lung Cancer. | Ahmed F et al. | β | 2022 | β |
| Autophagopathies: from autophagy gene polymorphisms to precision medicine for human diseases. | Grosjean I et al. | β | 2022 | β |
| Ceramides and Acute Kidney Injury. | Nicholson RJ et al. | β | 2022 | β |
| Characterization of lipid droplet metabolism patterns identified prognosis and tumor microenvironment infiltration in gastric cancer. | Liu M et al. | β | 2022 | β |
| Chondroitin Sulfate Proteoglycan 4 as a Marker for Aggressive Squamous Cell Carcinoma. | Chen K et al. | β | 2022 | β |
| Chromosome-specific retention of cancer-associated DNA hypermethylation following pharmacological inhibition of DNMT1. | Wiseman AK et al. | β | 2022 | β |
| Clotting factor genes are associated with preeclampsia in high-altitude pregnant women in the Peruvian Andes. | Nieves-ColΓ³n MA et al. | β | 2022 | β |
| ColocQuiaL: a QTL-GWAS colocalization pipeline. | Chen BY et al. | β | 2022 | β |
| Composition of the infiltrating immune cells in the brain of healthy individuals: effect of aging. | Nevalainen T et al. | β | 2022 | β |
| Comprehensive analysis of the large and small ribosomal proteins in breast cancer: Insights on proteomic and transcriptomic expression patterns, regulation, mutational landscape, and prognostic significance. | Azevedo ALK et al. | β | 2022 | β |
| Comprehensive Molecular Analyses of a TNF Family-Based Gene Signature as a Potentially Novel Prognostic Biomarker for Cervical Cancer. | Ma Y et al. | β | 2022 | β |
| Comprehensive Profiling Reveals Prognostic and Immunogenic Characteristics of Necroptosis in Soft Tissue Sarcomas. | Qi L et al. | β | 2022 | β |
| Comprehensive quantitative analysis of alternative splicing variants reveals the HNF1B mRNA splicing pattern in various tumour and non-tumour tissues. | Hojny J et al. | β | 2022 | β |
| Cumulative Evidence for Relationships Between Multiple Variants in the TERT and CLPTM1L Region and Risk of Cancer and Non-Cancer Disease. | Tian J et al. | β | 2022 | β |
| Defining novel causal SNPs and linked phenotypes at melanoma-associated loci. | Castaneda-Garcia C et al. | β | 2022 | β |
| Dynein axonemal heavy chain 9 M4374I variation may have an effect on imatinib mesylate resistance in CML. | Yildirim MS et al. | β | 2022 | β |
| Elucidating Human Milk Oligosaccharide biosynthetic genes through network-based multi-omics integration. | Kellman BP et al. | β | 2022 | β |
| Enhancing Discovery of Genetic Variants for Posttraumatic Stress Disorder Through Integration of Quantitative Phenotypes and Trauma Exposure Information. | Maihofer AX et al. | β | 2022 | β |
| Epidemiological evidence for associations between variants in CHRNA genes and risk of lung cancer and chronic obstructive pulmonary disease. | Yang L et al. | β | 2022 | β |
| Gene set enrichment analysis of pathophysiological pathways highlights oxidative stress in psychosis. | Pistis G et al. | β | 2022 | β |
| Genetic and molecular features of seizure-freedom following surgical resections for focal epilepsy: A pilot study. | Louis S et al. | β | 2022 | β |
| Genetic variants associated mRNA stability in lung. | Li JR et al. | β | 2022 | β |
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| Human Epididymis ProteinΒ 4 and LewisΒ y Enhance Chemotherapeutic Resistance in Epithelial Ovarian Cancer Through the p38Β MAPK Pathway. | Gao J et al. | β | 2022 | β |
| Identification and validation of a ferroptosis-related gene signature for predicting survival in skin cutaneous melanoma. | Ping S et al. | β | 2022 | β |
| Identification of fatty acid metabolism-related molecular subtype biomarkers and their correlation with immune checkpoints in cutaneous melanoma. | Xu Y et al. | β | 2022 | β |
| IL-34 DownregulationβAssociated M1/M2 Macrophage Imbalance Is Related to Inflammaging in Sun-Exposed Human Skin. | Horiba S et al. | β | 2022 | β |
| Irx5 and transient outward K<sup>+</sup> currents contribute to transmural contractile heterogeneities in the mouse ventricle. | Kim KH et al. | β | 2022 | β |
| Kidney collecting duct cells make vasopressin in response to NaCl-induced hypertonicity. | Arroyo JP et al. | β | 2022 | β |
| Knockout of Sorbin And SH3 Domain Containing 2 (Sorbs2) in Cardiomyocytes Leads to Dilated Cardiomyopathy in Mice. | McLendon JM et al. | β | 2022 | β |
| Long read sequencing reveals novel isoforms and insights into splicing regulation during cell state changes. | Wright DJ et al. | β | 2022 | β |
| LRLoop: a method to predict feedback loops in cell-cell communication. | Xin Y et al. | β | 2022 | β |
| LRRC15 inhibits SARS-CoV-2 cellular entry in trans. | Song J et al. | β | 2022 | β |
| Machine learning-based predictions of dietary restriction associations across ageing-related genes. | Vega Magdaleno GD et al. | β | 2022 | β |
| Machine learning methods applied to genotyping data capture interactions between single nucleotide variants in late onset Alzheimer's disease. | Arnal Segura M et al. | β | 2022 | β |
| Meta-GWAS Reveals Novel Genetic Variants Associated with Urinary Excretion of Uromodulin. | Joseph CB et al. | β | 2022 | β |
| Network Embedding Across Multiple Tissues and Data Modalities Elucidates the Context of Host Factors Important for COVID-19 Infection. | Hu Y et al. | β | 2022 | β |
| NSD1 mutations deregulate transcription and DNA methylation of bivalent developmental genes in Sotos syndrome. | Brennan K et al. | β | 2022 | β |
| Pan-Cancer Analysis Reveals the Relation between TRMT112 and Tumor Microenvironment. | Xu H et al. | β | 2022 | β |
| PolarMorphism enables discovery of shared genetic variants across multiple traits from GWAS summary statistics. | von Berg J et al. | β | 2022 | β |
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| Recessive Genome-Wide Meta-analysis Illuminates Genetic Architecture of Type 2 Diabetes. | O'Connor MJ et al. | β | 2022 | β |
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| Role of macrophage scavenger receptor MSR1 in the progression of non-alcoholic steatohepatitis. | Sheng W et al. | β | 2022 | β |
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| Sex differences in early and term placenta are conserved in adult tissues. | Olney KC et al. | β | 2022 | β |
| Shared Genetic Basis and Causal Relationship Between Television Watching, Breakfast Skipping and Type 2 Diabetes: Evidence From a Comprehensive Genetic Analysis. | Chen D et al. | β | 2022 | β |
| Shared Genetic Regulatory Networks Contribute to Neuropathic and Inflammatory Pain: Multi-Omics Systems Analysis. | Ye F et al. | β | 2022 | β |
| SNP rs9387478 at ROS1-DCBLD1 Locus is Significantly Associated with Lung Cancer Risk and Poor Survival in Indian Population. | Chongtham J et al. | β | 2022 | β |
| TDP-43 represses cryptic exon inclusion in the FTD-ALS gene UNC13A. | Ma XR et al. | β | 2022 | β |
| The biological behavior of tRNA-derived fragment tRF-Leu-AAG in pancreatic cancer cells. | Sui S et al. | β | 2022 | β |
| The interplay between lncRNAs, RNA-binding proteins and viral genome during SARS-CoV-2 infection reveals strong connections with regulatory events involved in RNA metabolism and immune response. | Enguita FJ et al. | β | 2022 | β |
| The Less Well-Known Little Brothers: The SLC9B/NHA Sodium Proton Exchanger Subfamily-Structure, Function, Regulation and Potential Drug-Target Approaches. | Anderegg MA et al. | β | 2022 | β |
| The Power of Single-Cell RNA Sequencing in eQTL Discovery. | Maria M et al. | β | 2022 | β |
| The role of macrophage scavenger receptor 1 (MSR1) in inflammatory disorders and cancer. | Gudgeon J et al. | β | 2022 | β |
| The topology of genome-scale metabolic reconstructions unravels independent modules and high network flexibility. | MartΓnez VS et al. | β | 2022 | β |
| Third-generation genome sequencing implicates medium-sized structural variants in chronic schizophrenia. | Lee CC et al. | β | 2022 | β |
| Thirteen Independent Genetic Loci Associated with Preserved Processing Speed in a Study of Cognitive Resilience in 330,097 Individuals in the UK Biobank. | Fitzgerald J et al. | β | 2022 | β |
| Transcriptional, epigenetic and metabolic signatures in cardiometabolic syndrome defined by extreme phenotypes. | Seyres D et al. | β | 2022 | β |
| Transcriptional Regulation of Carboxylesterase 1 in Human Liver: Role of the Nuclear Receptor Subfamily 1 Group H Member 3 and Its Splice Isoforms. | Collins JM et al. | β | 2022 | β |
| Usher syndrome type IV: clinically and molecularly confirmed by novel ARSG variants. | Velde HM et al. | β | 2022 | β |
| Uterine cellular leiomyomas are characterized by common HMGA2 aberrations, followed by chromosome 1p deletion and MED12 mutation: morphological, molecular, and immunohistochemical study of 52 cases. | Dundr P et al. | β | 2022 | β |
| YY1: A New Gene for Childhood Onset Dystonia with Prominent Oromandibular-Laryngeal Involvement? | Ferng A et al. | β | 2022 | β |
| A single-cell atlas of chromatin accessibility in the human genome. | Zhang K et al. | β | 2021 | β |
| Association of a glucagon-like peptide-1 receptor gene variant with glucose response to a mixed meal. | Mashayekhi M et al. | β | 2021 | β |
| Biallelic deletion in a minimal CAPN15 intron in siblings with a recognizable syndrome of congenital malformations and developmental delay. | Mor-Shaked H et al. | β | 2021 | β |
| Bio-informatics and in Vitro Experiments Reveal the Mechanism of Schisandrin A Against MDA-MB-231 cells. | Chen L et al. | β | 2021 | β |
| Causal network models of SARS-CoV-2 expression and aging to identify candidates for drug repurposing. | Belyaeva A et al. | β | 2021 | β |
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| Chronological and biological aging of the human left ventricular myocardium: Analysis of microRNAs contribution. | Ramos-MarquΓ¨s E et al. | β | 2021 | β |
| Circular RNA CDR1as Alleviates Cisplatin-Based Chemoresistance by Suppressing MiR-1299 in Ovarian Cancer. | Wu H et al. | β | 2021 | β |
| Common Genetic Aberrations Associated with Metabolic Interferences in Human Type-2 Diabetes and Acute Myeloid Leukemia: A Bioinformatics Approach. | Kyriakou TC et al. | β | 2021 | β |
| Comorbidities and inflammation associated with ovarian cancer and its influence on SARS-CoV-2 infection. | Chaudhari S et al. | β | 2021 | β |
| Constitutive TRIM22 Expression in the Respiratory Tract Confers a Pre-Existing Defence Against Influenza A Virus Infection. | Charman M et al. | β | 2021 | β |
| Construction and Validation of an Immune-Based Prognostic Model for Pancreatic Adenocarcinoma Based on Public Databases. | Mao M et al. | β | 2021 | β |
| Contribution of Noncanonical Splice Variants to <i>TTN</i> Truncating Variant Cardiomyopathy. | Patel PN et al. | β | 2021 | β |
| Control of the Anterior Pituitary Cell Lineage Regulator POU1F1 by the Stem Cell Determinant Musashi. | Allensworth-James M et al. | β | 2021 | β |
| Deconstructing Stepwise Fate Conversion of Human Fibroblasts to Neurons by MicroRNAs. | Cates K et al. | β | 2021 | β |
| Deleterious Effects of SARS-CoV-2 Infection on Human Pancreatic Cells. | Shaharuddin SH et al. | β | 2021 | β |
| Exploiting the GTEx resources to decipher the mechanisms at GWAS loci. | Barbeira AN et al. | β | 2021 | β |
| FGF primes angioblast formation by inducing ETV2 and LMO2 via FGFR1/BRAF/MEK/ERK. | Chen PC et al. | β | 2021 | β |
| Genetic and Functional Evaluation of the Role of FOXO1 in Antituberculosis Drug-Induced Hepatotoxicity. | Zhang J et al. | β | 2021 | β |
| Genetic drivers of m<sup>6</sup>A methylation in human brain, lung, heart and muscle. | Xiong X et al. | β | 2021 | β |
| Genetic prediction of complex traits with polygenic scores: a statistical review. | Ma Y et al. | β | 2021 | β |
| Genetic variations influence brain changes in patients with attention-deficit hyperactivity disorder. | Yadav SK et al. | β | 2021 | β |
| Genome-Wide Association Analyses Identify Variants in <i>IRF4</i> Associated With Acute Myeloid Leukemia and Myelodysplastic Syndrome Susceptibility. | Wang J et al. | β | 2021 | β |
| Genome-wide association studies in Samoans give insight into the genetic architecture of fasting serum lipid levels. | Carlson JC et al. | β | 2021 | β |
| Genome-wide association studies of exacerbations in children using long-acting beta2-agonists. | Slob EMA et al. | β | 2021 | β |
| Genome-wide association study of nephrolithiasis in an Eastern European population. | Sima C et al. | β | 2021 | β |
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| Genome-wide prioritization reveals novel gene signatures associated with cardiotoxic effects of tyrosine kinase inhibitors. | Li Y et al. | β | 2021 | β |
| Genomic expansion of Aldh1a1 protects beavers against high metabolic aldehydes from lipid oxidation. | Zhang Q et al. | β | 2021 | β |
| Human brain region-specific variably methylated regions are enriched for heritability of distinct neuropsychiatric traits. | Rizzardi LF et al. | β | 2021 | β |
| Identification and Validation of a Novel Pyroptosis-Related Gene Signature for Prognosis Prediction in Soft Tissue Sarcoma. | Qi L et al. | β | 2021 | β |
| <i>In vivo</i> and <i>in vitro</i> human gene essentiality estimations capture contrasting functional constraints. | Caldu-Primo JL et al. | β | 2021 | β |
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| Lifestyle and Genetic Factors Modify Parent-of-Origin Effects on the Human Methylome. | Zeng Y et al. | β | 2021 | β |
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| Loss of Gap Junction Delta-2 (GJD2) gene orthologs leads to refractive error in zebrafish. | Quint WH et al. | β | 2021 | β |
| LPCAT1-TERT fusions are uniquely recurrent in epithelioid trophoblastic tumors and positively regulate cell growth. | Oliver GR et al. | β | 2021 | β |
| LRRC15 is an inhibitory receptor blocking SARS-CoV-2 spike-mediated entry <i>in trans</i> | Song J et al. | β | 2021 | β |
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| Molecular mechanisms and evolution of fertilization proteins. | Carlisle JA et al. | β | 2021 | β |
| MONTI: A Multi-Omics Non-negative Tensor Decomposition Framework for Gene-Level Integrative Analysis. | Jung I et al. | β | 2021 | β |
| Multiple stages of evolutionary change in anthrax toxin receptor expression in humans. | Choate LA et al. | β | 2021 | β |
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| Optimized Molecular Interaction Networks for the Study of Skeletal Muscle. | Morgan S et al. | β | 2021 | β |
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| Positive Controls in Adults and Children Support That Very Few, If Any, New Neurons Are Born in the Adult Human Hippocampus. | Sorrells SF et al. | β | 2021 | β |
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| Voltage-gated sodium channels: (Na<sub>V</sub> )igating the field to determine their contribution to visceral nociception. | Erickson A et al. | β | 2018 | β |
| Whole-genome sequencing in a family with twin boys with autism and intellectual disability suggests multimodal polygenic risk. | McKenna B et al. | β | 2018 | β |
| A genome-wide association study suggests that MAPK14 is associated with diabetic foot ulcers. | Meng W et al. | β | 2017 | β |
| A multi-stage genome-wide association study of uterine fibroids in African Americans. | Hellwege JN et al. | β | 2017 | β |
| Association of gene coding variation and resting metabolic rate in a multi-ethnic sample of children and adults. | Hellwege JN et al. | β | 2017 | β |
| Biological Function of MicroRNA193a-3p in Health and Disease. | Grossi I et al. | β | 2017 | β |
| Competing endogenous RNA screening based on long noncoding RNA-messenger RNA co-expression profile in Hepatitis B virus-associated hepatocarcinogenesis. | Wen Q et al. | β | 2017 | β |
| Enhancing GTEx by bridging the gaps between genotype, gene expression, and disease. | eGTEx Project | β | 2017 | β |
| FAM83 family oncogenes are broadly involved in human cancers: an integrative multi-omics approach. | Snijders AM et al. | β | 2017 | β |
| Genetically contextual effects of smoking on genome wide DNA methylation. | Dogan MV et al. | β | 2017 | β |
| Genetic basis for variation in plasma IL-18 levels in persons with chronic hepatitis C virus and human immunodeficiency virus-1 infections. | Vergara C et al. | β | 2017 | β |
| Genetic insights into the neurodevelopmental origins of schizophrenia. | Birnbaum R et al. | β | 2017 | β |
| Genetic variants in the inflammation pathway as predictors of recurrence and progression in non-muscle invasive bladder cancer treated with Bacillus Calmette-GuΓ©rin. | Williams SB et al. | β | 2017 | β |
| Genome-wide analysis of health-related biomarkers in the UK Household Longitudinal Study reveals novel associations. | Prins BP et al. | β | 2017 | β |
| Genome-wide Association Study of Idiopathic Osteonecrosis of the Femoral Head. | Sakamoto Y et al. | β | 2017 | β |
| Identification of a functional enhancer variant within the chronic pancreatitis-associated SPINK1 c.101A>G (p.Asn34Ser)-containing haplotype. | Boulling A et al. | β | 2017 | β |
| Identification of sequence variants influencing immunoglobulin levels. | Jonsson S et al. | β | 2017 | β |
| Increased brain expression of GPNMB is associated with genome wide significant risk for Parkinson's disease on chromosome 7p15.3. | Murthy MN et al. | β | 2017 | β |
| Integrative genomics of microglia implicates DLG4 (PSD95) in the white matter development of preterm infants. | Krishnan ML et al. | β | 2017 | β |
| MARRVEL: Integration of Human and Model Organism Genetic Resources to Facilitate Functional Annotation of the Human Genome. | Wang J et al. | β | 2017 | β |
| Massively parallel single-nucleus RNA-seq with DroNc-seq. | Habib N et al. | β | 2017 | β |
| Molecular Mechanisms of Stem/Progenitor Cell Maintenance in the Adrenal Cortex. | Lerario AM et al. | β | 2017 | β |
| Optimizing the chances of success in the search for epigenetic biomarkers: Embracing genetic variation. | Philibert R et al. | β | 2017 | β |
| Rational confederation of genes and diseases: NGS interpretation via GeneCards, MalaCards and VarElect. | Rappaport N et al. | β | 2017 | β |
| Sequence variant at 4q25 near PITX2 associates with appendicitis. | Kristjansson RP et al. | β | 2017 | β |
| The Canadian Tissue Repository Network Biobank Certification and the College of American Pathologists Biorepository Accreditation Programs: Two Strategies for Knowledge Dissemination in Biobanking. | Barnes RO et al. | β | 2017 | β |
| The landscape of sex-differential transcriptome and its consequent selection in human adults. | Gershoni M et al. | β | 2017 | β |
| A community-based model of rapid autopsy in end-stage cancer patients. | Alsop K et al. | β | 2016 | β |
| Aging Shapes the Population-Mean and -Dispersion of Gene Expression in Human Brains. | Brinkmeyer-Langford CL et al. | β | 2016 | β |
| An extended genome-wide association study identifies novel susceptibility loci for nasopharyngeal carcinoma. | Cui Q et al. | β | 2016 | β |
| Deconvolution of the Human Endothelial Transcriptome. | Rau CD et al. | β | 2016 | β |
| Epigenetic reprogramming and aberrant expression of PRAME are associated with increased metastatic risk in Class 1 and Class 2 uveal melanomas. | Field MG et al. | β | 2016 | β |
| How to Identify Pathogenic Mutations among All Those Variations: Variant Annotation and Filtration in the Genome Sequencing Era. | Salgado D et al. | β | 2016 | β |
| Quality Assurance in Biobanking for Pre-Clinical Research. | Simeon-Dubach D et al. | β | 2016 | β |
| Quantification of nucleic acid quality in postmortem tissues from a cancer research autopsy program. | Fan J et al. | β | 2016 | β |
| SR-BI: Linking Cholesterol and Lipoprotein Metabolism with Breast and Prostate Cancer. | Gutierrez-Pajares JL et al. | β | 2016 | β |
| Tollip, an early regulator of the acute inflammatory response in the substantia nigra. | Humbert-Claude M et al. | β | 2016 | β |
| The Genotype-Tissue Expression (GTEx) Project. | Carithers LJ et al. | β | 2015 | β |